shipshape-data-docs
MCP serverSearchThis gives your AI access to Shipshape's library of 169 data and AI guides, so it can answer your questions with real documentation. It can search the guides and fetch any page as markdown to read. Access is read-only and needs no key.
Use shipshape-data-docs in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add shipshape-data-docs and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use shipshape-data-docs to search docs
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Details
Available today. Use it from your connected AI after setup.
No key or account is asked for. Not verified by us yet: Ahel has not run a call through it.
Add it, then ask your AI a question about data or AI and let it search the guides for the answer. No key is needed to start.
What your AI can do with it
- Search 169 data and AI guides for the topics you ask about
- Fetch any guide page as markdown so your AI can read it in full
- Answer questions using content pulled from the guides
- Look things up without changing anything, since access is read-only
Install shipshape-data-docs
The server’s own address, for the clients that take one directly. Or connect Ahel once and every client you use reads it from one address, with the account kept on Ahel rather than in each client’s config.
Claude Code
claude mcp add --transport http --scope user shipshape-data-docs 'https://shipshapedata.com/mcp/docs'Run it once in your project, then open /mcp to approve any sign-in the server asks for.
Claude Desktop
https://shipshapedata.com/mcp/docsAdd a custom connector in Settings, paste this address, and approve the sign-in.
Cursor
cursor://anysphere.cursor-deeplink/mcp/install?name=shipshape-data-docs&config=eyJ1cmwiOiJodHRwczovL3NoaXBzaGFwZWRhdGEuY29tL21jcC9kb2NzIn0=Open the link and Cursor adds the server at that address.
ChatGPT
https://shipshapedata.com/mcp/docsIn Settings, enable Developer mode, create an MCP app, and paste this address. Your plan and workspace must allow custom apps.
Codex
codex mcp add shipshape-data-docs --url 'https://shipshapedata.com/mcp/docs'Run it once, then sign in with codex mcp login shipshape-data-docs if the server asks for an account.
From the project's README
As published by shipshapedata/agent-tools in README.md. This repository publishes several servers, so only the opening is shown here.
The official agent toolkit for Shipshape Data, the London AI consultancy that builds the data foundation first. Everything here wraps the same keyless, read-only surface: the public API, two MCP servers, and the site's markdown twins.
What's in here
| Path | What it is |
|---|---|
skills/ | Agent skills: install with npx skills add shipshapedata/agent-tools |
packages/cli/ | shipshape-data on npm: CLI (npx shipshape-data readiness) and Node SDK |
packages/python/ | shipshape-data on PyPI: shipshape CLI and Python SDK |
.mcp.json, .cursor/ | Drop-in MCP configs for Claude Code and Cursor |
plugin.json | Claude Code plugin manifest (MCP servers + skills) |
The surface it talks to
Shortened here. Read the whole README on GitHub.
Tools it offers (3)
What this server listed when Ahel dialed its public endpoint in Sep 2026, with no key and no account of yours. The names are the server’s own.
search_docsget_pagelist_sections
Signals
- Last commit
- Sep 2026
Advanced
- Delivery
- shipshape-data-docs MCP server → your Ahel connector (mcp.ahel.ai) → your AI.
- Item type
- mcp-server
- Key
com-shipshapedata-shipshape-data-docs- Source
- github.com/shipshapedata/agent-tools
- Hosted endpoint
https://shipshapedata.com/mcp/docs
github.com/shipshapedata/agent-tools